Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method. - Julie Coloigner; Laurent Albera; Ahmad Karfoul; Amar Kachenoura; Pierre Comon; Lotfi Senhadji (LVA/ICA, 2010)

Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. - Julie Coloigner; Laurent Albera; Amar Kachenoura; Lotfi Senhadji (ACSCC, 2011)

Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. - Julie Coloigner; Laurent Albera; Amar Kachenoura; Fanny Noury; Lotfi Senhadji (Signal Process., 2014)

A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions. - Julie Coloigner; Aureline Fargeas; Amar Kachenoura; Lu Wang 012; Gaël Dréan; Caroline Lafond; Lotfi Senhadji; Renaud de Crevoisier; Oscar Acosta; Laurent Albera (IEEE J. Biomed. Health Informatics, 2015)

An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling. - Yaqiong Chai; Adam Bush; Julie Coloigner; Xiaoping Qu; Jonathan Chia; Natasha Leporé; John C. Wood (ISBI, 2016)

Functional connectivity analysis for thalassemia disease based on a graphical lasso model. - Julie Coloigner; Ronald Phlypo; Adam Bush; Natasha Leporé; John C. Wood (ISBI, 2016)

The 3D EdgeRunner Pipeline: a novel shape-based analysis for neoplasms characterization. - Fernando Yepes-Calderon; Rebecca Johnson; Yi Lao; Darryl Hwang; Julie Coloigner; Felix Yap; Desai Bhushan; Phillip M. Cheng; Inderbir S. Gill; Vinay A. Duddalwar; Natasha Leporé (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

BOLD delay times using group delay in sickle cell disease. - Julie Coloigner; Chau Q. Vu; Adam Bush; Matthew Borzage; Vidya Rajagopalan; Natasha Leporé; John C. Wood (Image Processing, 2016)

Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease. - Julie Coloigner; Ronald Phlypo; Thomas D. Coates Jr.; Natasha Leporé; John C. Wood (Brain Connect., 2017)

Effect of Prenatal Organic Solvent Exposure on Structural Connectivity at Childhood. - Julie Coloigner; Anne-Claire Binter; Elise Bannier; Jean-Christophe Ferré; Cécile Chevrier; Christian Barillot; Fabienne Pelé (ISBI, 2019)

Structural And Functional Interplay In Anxiety Related Classification: A Graph Signal Processing Approach. - Giovanna Orrú; Pierre Maurel; Julie Coloigner (ISBI, 2021)

A Convolutional Wasserstein Distance for Tractography Evaluation: Complementarity Study to State-of-the-Art Measures. - Thomas Durantel; Julie Coloigner; Olivier Commowick (ISBI, 2022)

Shape-Based Features of White Matter Fiber-Tracts Associated with Outcome in Major Depression Disorder. - Claire Cury; Jean-Marie Batail; Julie Coloigner (MICCAI (1), 2022)

Graph Wavelet Packets for the Classification of Brain Data in Anxiety and Depression. - Sébastien Dam; Pierre Maurel; Julie Coloigner (EUSIPCO, 2024)

SOS-MUSIC, a Subspace Approach for EEG Source Imaging Promoting Sparsity of Active Sources. - Carla Joud; Laurent Albera; Isabelle Merlet; Julie Coloigner (EUSIPCO, 2024)

Structural Brain Connectivity and Treatment Improvement in Mood Disorder. - Sébastien Dam; Jean-Marie Batail; Gabriel H. Robert; Dominique Drapier; Pierre Maurel; Julie Coloigner (Brain Connect., 2024)

fMRIStroke: A preprocessing pipeline for fMRI Data from Stroke patients. - Alix Lamouroux; Giulia Lioi; Julie Coloigner; Pierre Maurel; Nicolas Farrugia (J. Open Source Softw., 2024)

Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression. - Sébastien Dam; Jean-Marie Batail; Pierre Maurel; Julie Coloigner (IEEE Trans. Signal Inf. Process. over Networks, 2025)